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- Refactored prepItems method to ensure only valid target-gloss pairs are included, enhancing the quality of vocabulary preparation. - Introduced a mechanism to limit the output to a maximum of 30 unique pairs, improving the compactness of the preparation round. - Enhanced handling of core patterns and extracted vocabulary to prioritize high-quality learning materials.